As a result, global population development and augmented demand for restricted products i.e. more effective use of resources and materials. With the new development of information and communication technologies (ICTs), which have completely changed many areas, their simultaneous use has had a damaging impact on the environment and human health. Therefore, society is moving towards a greener future: by reducing the consumption of non-renewable materials, raw materials and resources, while also plummeting energy pollution and consumption. As information technology is seen as a tool for solving ecological difficulties, the “Green Internet of Things (G-IoT)” is playing a green role in creating a sustainable and sustainable home. Extensive data analysis is required to obtain a valuable overview of the large and diverse data generated by G-IoT